Dockerfile.openvino

#-------------------------------------------------------------------------
# Copyright(C) 2019 Intel Corporation.
# Licensed under the MIT License.
#--------------------------------------------------------------------------

FROM ubuntu:18.04

ARG DEVICE=CPU_FP32
ARG ONNXRUNTIME_REPO=https://github.com/microsoft/onnxruntime.git
ARG ONNXRUNTIME_BRANCH=master

WORKDIR /code
ARG MY_ROOT=/code

ENV PATH /opt/miniconda/bin:/code/cmake-3.14.3-Linux-x86_64/bin:$PATH
ENV LD_LIBRARY_PATH=/opt/miniconda/lib:/usr/lib:/usr/lib/x86_64-linux-gnu:$LD_LIBRARY_PATH

ENV INTEL_OPENVINO_DIR=/opt/intel/openvino_2020.4.287
ENV InferenceEngine_DIR=${INTEL_OPENVINO_DIR}/deployment_tools/inference_engine/share
ENV IE_PLUGINS_PATH=${INTEL_OPENVINO_DIR}/deployment_tools/inference_engine/lib/intel64
ENV LD_LIBRARY_PATH=/opt/intel/opencl:${INTEL_OPENVINO_DIR}/inference_engine/external/gna/lib:${INTEL_OPENVINO_DIR}/deployment_tools/inference_engine/external/mkltiny_lnx/lib:$INTEL_OPENVINO_DIR/deployment_tools/ngraph/lib:${INTEL_OPENVINO_DIR}/deployment_tools/inference_engine/external/omp/lib:${INTEL_OPENVINO_DIR}/deployment_tools/inference_engine/external/tbb/lib:${IE_PLUGINS_PATH}:${LD_LIBRARY_PATH}
ENV OpenCV_DIR=${INTEL_OPENVINO_DIR}/opencv/share/OpenCV
ENV LD_LIBRARY_PATH=${INTEL_OPENVINO_DIR}/opencv/lib:${INTEL_OPENVINO_DIR}/opencv/share/OpenCV/3rdparty/lib:${LD_LIBRARY_PATH}
ENV HDDL_INSTALL_DIR=${INTEL_OPENVINO_DIR}/deployment_tools/inference_engine/external/hddl
ENV LD_LIBRARY_PATH=${INTEL_OPENVINO_DIR}/deployment_tools/inference_engine/external/hddl/lib:$LD_LIBRARY_PATH
ENV LANG en_US.UTF-8

RUN apt update && \
    apt -y install apt-transport-https ca-certificates python3 python3-pip zip x11-apps lsb-core wget cpio sudo libboost-python-dev libpng-dev zlib1g-dev git libnuma1 ocl-icd-libopencl1 clinfo libboost-filesystem1.65-dev libboost-thread1.65-dev protobuf-compiler libprotoc-dev autoconf automake libtool libjson-c-dev unattended-upgrades && \
    unattended-upgrade && \
    rm -rf /var/lib/apt/lists/*  && \
# Install OpenVINO
    cd ${MY_ROOT} && \
    wget https://apt.repos.intel.com/openvino/2020/GPG-PUB-KEY-INTEL-OPENVINO-2020 && \
    apt-key add GPG-PUB-KEY-INTEL-OPENVINO-2020 && rm GPG-PUB-KEY-INTEL-OPENVINO-2020 && \
    cd /etc/apt/sources.list.d && \
    echo "deb https://apt.repos.intel.com/openvino/2020 all main">intel-openvino-2020.list && \ 
    apt update && \
    apt -y install intel-openvino-dev-ubuntu18-2020.4.287 && \
    cd ${INTEL_OPENVINO_DIR}/install_dependencies && ./install_openvino_dependencies.sh && \
    cd ${INTEL_OPENVINO_DIR} && rm -rf documentation && cd deployment_tools/ && rm -rf model_optimizer open_model_zoo demo && cd inference_engine && rm -rf samples && \
# Install GPU runtime and drivers
    cd ${MY_ROOT} && \
    mkdir /tmp/opencl && \
    cd /tmp/opencl && \
    apt update && \
    apt install -y --no-install-recommends ocl-icd-libopencl1 && \
    rm -rf /var/lib/apt/lists/* && \
    wget "https://github.com/intel/compute-runtime/releases/download/19.41.14441/intel-gmmlib_19.3.2_amd64.deb" && \
    wget "https://github.com/intel/compute-runtime/releases/download/19.41.14441/intel-igc-core_1.0.2597_amd64.deb" && \
    wget "https://github.com/intel/compute-runtime/releases/download/19.41.14441/intel-igc-opencl_1.0.2597_amd64.deb" && \
    wget "https://github.com/intel/compute-runtime/releases/download/19.41.14441/intel-opencl_19.41.14441_amd64.deb" && \
    wget "https://github.com/intel/compute-runtime/releases/download/19.41.14441/intel-ocloc_19.41.14441_amd64.deb" && \
    dpkg -i /tmp/opencl/*.deb && \
    ldconfig && \
    rm -rf /tmp/opencl && \
# Install CMake
    cd ${MY_ROOT} && \
    locale-gen en_US.UTF-8 && update-locale LANG=en_US.UTF-8  && \
    pip3 install cython numpy && \
    mkdir -p /opt/cmake/bin && \
    cd ${MY_ROOT} && \
    wget https://github.com/Kitware/CMake/releases/download/v3.13.2/cmake-3.13.2-Linux-x86_64.tar.gz && \
    tar -xf cmake-3.13.2-Linux-x86_64.tar.gz --strip 1 -C /opt/cmake && rm -rf ${MY_ROOT}/cmake-3.13.2-Linux-x86_64.tar.gz && \
# Download and build ONNX Runtime
    cd ${MY_ROOT} && \
    git clone --recursive -b ${ONNXRUNTIME_BRANCH} ${ONNXRUNTIME_REPO} && \
    /bin/sh onnxruntime/dockerfiles/scripts/install_common_deps.sh && \
    cd onnxruntime/cmake/external/onnx && python3 setup.py install && \
    cd ${MY_ROOT}/onnxruntime && ./build.sh --config Release --update --build --parallel --use_openvino ${DEVICE} --build_wheel && \
    pip install build/Linux/Release/dist/*-linux_x86_64.whl && \
    cd ${MY_ROOT}/ && rm -rf cmake-3.14.3-Linux-x86_64 onnxruntime